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I've kept a running tab -- a hidden error log file -- where I've silently collected points like a mathematician.
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THE MEASURE OF ALL THINGS: The Seven-Year Odyssey and Hidden Error That Transformed the World, by Ken Alder.
Clear-eyed and not the least self-pitying.___________________________________The Measure of All Things: The Seven-Year Odyssey and Hidden Error that Transformed the World.
Hidden error can be considered as 1/3 total genotyping error.
Taken together, genotyping error was estimated to be 1.5% plus hidden error.
In this paper, contextual knowledge is exploited to detect such hidden errors.
Even though the instances of unintended consequences and hidden errors appeared to be very rare (affecting around 0.1% of the segments), their presence does reduce confidence in the accuracy of the results.
Because of the constant need of inconsistency checking and resolving, many hidden errors in BioTop were detected, especially faulty disjointness axioms (e.g. Organic Chemical was disjoint from Carbohydrate), unrecognized ambiguities (e.g. Sequence as information entity versus molecular structure) as well as granularity mismatches (e.g. Chromosome as molecule).
To distinguish if several or few of the found biclusters cover a hidden bicluster, clustering error (CE) [ 60] is a critical extension.
The surprising observation of a hidden layer of errors, absent from the mature macronucleus but present during development, also underscores the need for repair or screening of incorrectly-assembled DNA molecules.
Alternatively, they may be explained by a modeling error or a hidden variable, for instance an unknown cofactor, biasing the estimation results.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com